You are currently viewing a new version of our website. To view the old version click .

Artificial Intelligence Applications in Earthquake Science

This special issue belongs to the section “Earth Sciences“.

Special Issue Information

Dear Colleagues,

The flourishing of artificial intelligence in its various forms, from deep learning to generative artificial intelligence, has made it possible in recent years to perform tasks that previously seemed out of reach or totally impossible. Its immense potential for accelerating scientific discovery cannot be ignored in any branch of scientific research today.

Artificial intelligence is revolutionizing earthquake science, particularly by enhancing our ability to predict, assess, and mitigate the impacts of seismic events. This Special Issue delves into cutting-edge applications of artificial intelligence, exploring how to better understand earthquake mechanisms and how predictive models as well as early warning systems can significantly reduce risks and improve disaster responses.

From advanced sensing technologies that monitor changes in the Earth's surface, water, and atmosphere, to the integration of big data analysis for comprehensive damage assessments, the contributions must highlight innovative approaches that are reshaping earthquake science and disaster prevention strategies. By opening new avenues in the field, the ideas presented in these contributions are intended to promote a safer and more resilient future in the face of earthquake impacts.

Dr. Sergio Baselga
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Applied Sciences is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • earthquake mechanisms
  • disaster prevention
  • early warning and prediction
  • damage assessment
  • earthquake engineering
  • big data analysis
  • artificial intelligence
  • machine learning
  • deep learning
  • artificial neural networks (ANNs)
  • random forests
  • support vector machines (SVMs)
  • ionospheric anomalies
  • total electron content (TEC)
  • geoacoustic signals
  • crustal strain variations
  • geomagnetic data
  • historical seismicity

Benefits of Publishing in a Special Issue

  • Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
  • Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
  • Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
  • External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
  • e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.

Published Papers

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Appl. Sci. - ISSN 2076-3417